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AAAbstract Algorithmsabstractalgorithms.hashnode.devJul 2 · 1 min read

Prompt Engineering Basics

Prompt engineering is the art of structuring instructions to guide LLMs toward accurate, consistently formatted, and logical outputs. 📊 Prompt Techniques 1. Zero-Shot Prompting Querying the model dir

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RSRahul Sehrawatai-zero-to-hero.hashnode.devApr 13 · 11 min read

Few-Shot and Chain-of-Thought, When They Earn Their Tokens

Half the "advanced prompting techniques" the internet tells you to use don't do what they say they do on the current generation of frontier models. Few-shot prompting and chain-of-thought (CoT) are the two biggest examples. They were both genuine bre...

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AApoorvapoorv654123.hashnode.devAug 15, 2025 · 4 min read

System Prompts and Prompting Types: A Practical Guide

Why system prompts matter System prompts define the assistant’s role, goals, tone, boundaries, and format before any user input, which aligns outputs with product requirements and reduces ambiguity from the start. They act like a job description for ...

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HHarshitharshitsaini.hashnode.devAug 15, 2025 · 4 min read

How to Train AI to "Think": Creating Thinking Models with Chain-of-Thought

Introduction Large Language Models (LLMs) like GPT-4, Claude, or LLaMA are incredible at producing fluent, contextually relevant text. But at their core, these models don’t truly think they predict the next word based on patterns in the data they’ve ...

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Trending tags this week

Prompt Engineering Basics

Few-Shot and Chain-of-Thought, When They Earn Their Tokens

System Prompts and Prompting Types: A Practical Guide

How to Train AI to "Think": Creating Thinking Models with Chain-of-Thought